{"id":"W2766162896","doi":"10.1016/j.jclepro.2017.10.335","title":"Optimal processing route for the utilization and conversion of municipal solid waste into energy and valuable products","year":2017,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":80,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Incineration; Municipal solid waste; Electricity generation; Electricity; Waste management; Waste-to-energy; Engineering; Process engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00101928,0.00009070896,0.0001504666,0.00004032656,0.0004715536,0.00008008826,0.0002202313,0.00003195156,0.00001135858],"category_scores_gemma":[0.0002361262,0.00006274944,0.00002646178,0.00005013297,0.0003030957,0.0007225825,0.0002435298,0.00006951976,2.848469e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005308867,"about_ca_system_score_gemma":0.00001220413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001902142,"about_ca_topic_score_gemma":0.00004293538,"domain_scores_codex":[0.9990885,0.00004395838,0.0002880181,0.0001822303,0.0002716195,0.0001257107],"domain_scores_gemma":[0.9988741,0.00001840029,0.0007047246,0.0002837203,0.00007807071,0.00004099514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001340515,0.0002987793,0.007604231,0.0007899628,0.0001677609,0.000004399156,0.01015541,0.6242624,0.03299152,0.0002356252,0.005263712,0.3168857],"study_design_scores_gemma":[0.002896347,0.001404537,0.02209928,0.0004260311,0.000655888,0.0002022132,0.008441661,0.5829782,0.2459596,0.001241755,0.1331721,0.0005223859],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946793,0.0005108105,0.001672465,0.002327446,0.0003390141,0.0002472427,4.648872e-7,0.000003368652,0.0002199233],"genre_scores_gemma":[0.9967846,0.0004674165,0.001703996,0.00002531058,0.0002500802,0.000003781959,7.775685e-7,0.00001064059,0.0007533447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3163633,"threshold_uncertainty_score":0.3626857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0384386130345707,"score_gpt":0.2926169470250691,"score_spread":0.2541783339904984,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}